A Composition is the “recipe” for your fine-tune. Rather than just selecting a single dataset, a composition allows you to mix multiple data sources to find the optimal balance for your model.Documentation Index
Fetch the complete documentation index at: https://docs.trymaitai.com/llms.txt
Use this file to discover all available pages before exploring further.
Compositions as Recipes
Think of a composition as a way to combine various data sources:- Mix Multiple Datasets: Combine real production data with synthetic data from Synthetic Conversation Trees.
- Balance Data Ratios: You might want 70% core tasks, 20% edge cases, and 10% “negative” examples (what NOT to do).
- Experimentation: Create multiple compositions with different dataset ratios to see which one yields the best performance during validation.
Next
- Start training: Fine-tune Runs
- Full end-to-end walkthrough: Fine-tune a Model